Skip to content
Signalcrest
Back to feed
lobstersai

Bonsai 2 27B: Near-Lossless Compression in a 9x Smaller Footprint

Bonsai 2 27B achieves near-lossless compression with a 9× smaller model footprint.

Steady
Signal score
31
as of 22h ago
Sources
2
agreeing on ternary bonsai
Trajectory
Accelerating
7-day est. ~52

Why this scored 31

every term, weighted
Velocity+0.0 / 40

Engagement gained per hour since the last capture, against the fastest item on its own source

Acceleration+9.4 / 25

Whether that velocity is itself speeding up, as a per-hour rate

Cross-source spread+12.5 / 25

How many independent communities are talking about the same entity

Recency+9.2 / 10

Decays to zero over 14 days

Saturation penalty0.6 / 30

Subtracted once something is big and old — we rank what's next, not what's peaked

Composite30.5

Weights are hand-tuned, not learned — we're calibrating them against realized trends as history accumulates. On a topic's first sighting there's no previous reading to compare against, so acceleration starts from a neutral prior rather than a measurement, and velocity falls back to engagement over its whole lifetime until a second reading exists. Full methodology

Outlook

low confidence · estimate, not a guarantee

7-day

~52

range 1064

14-day

~52

range 766

30-day

~52

range 371

Signal history

7-day window (free)
2272

projected trajectory (estimate, not a guarantee)

Entities

ternary bonsai
Embed a live signal badge
Signalcrest signal badge
[![Signalcrest signal](https://www.signalcrest.app/api/badge/lob%3Ar9wkkk)](https://www.signalcrest.app/topic/lob%3Ar9wkkk)

Drop this in a README or blog post — it updates automatically as the score moves.